react-pattern

A Collection of Pydantic Models to Abstract IRL

Design patterns and reference implementations for autonomous AI agent systems. ReAct, tool-use, memory management, fallback, and multi-agent orchestration.

Multi-agent control plane for cross-border e-commerce: LangChain + Claude ReAct workflows, RAG, and ERP/CRM-style tool integration. 跨境电商多 Agent 调度中枢：LangChain + Claude + RAG + ERP/CRM 工具集成。

🤖 An AI-powered DevOps agent implementing ReAct architecture to automate mobile release pipelines (Crash Check -> Perf -> Build -> Audit). Built with LangGraph & Ollama.

A coding agent that edits real repos with workspace tools (read/write/search/run), produces JSON traces with token accounting, and renders runs on a live dashboard.

A step-by-step hands-on guide to building a tool-using AI Agent from scratch in Python with the Google Gemini API. Zero heavy frameworks, just core concepts.

LLM weather agent built on the MCP protocol, combining Groq, LangChain and multi-API orchestration to answer natural-language queries with real-time data, forecasts and historical context.

日报 AI 自动化框架：AI Agent + Workflow 混合架构，端到端实现从 Excel 面板入职到每日日报自动生成与飞书通知

A guarded NL-to-SQL reasoning agent that learns schema and domain context, then answers analytical questions using iterative, evidence-backed SQL.

AI agents for genomics

A self-reflective LLM agent with tools, memory, and reasoning built using LangChain + ReAct + Reflexion. Modular FastAPI backend + Streamlit UI.

🤖 Intelligent, secure, and multilingual chatbot backend for Lorenzo Maiuri's website. Built with FastAPI, Gemini LLM, LlamaIndex, and MongoDB. Features session memory, tool-calling, and robust security

AI-powered article generator for Dev.to and Medium

🔎 AI Search Agent powered by LangChain and Llama-3.3 (Groq). Uses ReAct reasoning to perform real-time web, Wikipedia, and ArXiv searches with a transparent Chain-of-Thought UI.

LangGraph agent that answers questions about sales data by calling analysis tools. Runs as a single ReAct agent or as a supervisor with two specialist agents. Tested with CI/CD.

Multi-agent system with planner, researcher, and writer agents collaborating via tool calling and shared-state orchestration

AI research agent that autonomously selects and calls tools (search, Wikipedia, arXiv, calculator) to answer questions with cited sources. Built with FastAPI + Groq.

Autonomous AI agent that operates a real web browser — perceives pages, reasons with an LLM, acts via Playwright, and extracts structured results. Built on the ReAct pattern.

ReAct AI Agent from scratch ; Smart home controller with Gemma 3 & Ollama

ReAct pattern implementation — build step-by-step reasoning AI agents with tool use